Data from: Phosphorus budgets of intensively managed row crops at a long-term agroecosystem research site in the upper US Midwest
Data files
Oct 30, 2025 version files 1.06 MB
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1._Nitrogen_and_phosphorus_fertilization_no_terms.csv
820.24 KB
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2._Grain_yield_of_maize__wheat_and_soybean_no_terms.csv
20.38 KB
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3._stover_yield_of_wheat_no_terms.csv
3.90 KB
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4._Plant_tissue_phosphorus_concentration.csv
20.46 KB
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5._drainage.csv
42.20 KB
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6._Dissolved_P_concentration.csv
136.27 KB
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7._Soil_test_phosphorus_concentration_no_terms.csv
11.63 KB
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README.md
8.87 KB
Abstract
Phosphorus (P) budgets for cropping systems provide insights for keeping soil P at optimal levels for crops while avoiding excess inputs. We quantified 12 years of P inputs (fertilizer and atmospheric deposition) and outputs (harvest and leaching losses) for replicated maize (Zea mays L.)—soybean (Glycine max L.)—wheat (Triticum aestivum) crop rotations under conventional, no-till, reduced input, and biologically based (organic without compost or manure) management systems at the Kellogg Biological Station LTAR site in southwest Michigan. Conventional, no-till, and reduced input systems were fertilized between 13 and 50 kg P ha−1 depending on year. Soil test phosphorus (STP) was measured at 0- to 25-cm depth every autumn. Leached P was measured as dissolved P in the soil solution sampled beneath the rooting depth and combined with modeled percolation. Fertilization and harvest were the predominant P fluxes in the fertilized systems, whereas only harvest dominated P flux in the unfertilized organic system. Leaching losses were minor terms in the budgets, but leachate concentrations were nevertheless close to the range of concern for downstream eutrophication. Over the 12-year study period, the organic system exhibited a negative P balance (−82.0 kg P ha−1), coinciding with suboptimal STP levels, suggesting a need for P supplementation. In contrast, the fertilized systems showed positive P balances (mean: 70.1 kg P ha−1) with STP levels well above agronomic optima. Results underscore the importance of tailored P management strategies to sustain crop productivity while mitigating environmental impacts.
Readme for data table (7 CSV data files), included in: Hussain et al (2025) titled “Phosphorus budgets of intensively managed row crops at a long-term agroecosystem research site in the upper US Midwest” for the publication in the Journal of Environmental Quality, https://acsess.onlinelibrary.wiley.com/doi/pdf/10.1002/jeq2.70000
For further inquiries, please contact Mir Zaman Hussain (mhussai@msu.edu or mirzamanhussain@gmail.com).
7 CSV data files:
- nitrogen and phosphorus fertilization (1._Nitrogen_and_phosphorus_fertilization_no_terms.csv)
- grain yield of maize, wheat, and soybean (2._Grain_yield_of_maize__wheat_and_soybean_no_terms.csv)
- stover yield of wheat (3._stover_yield_of_wheat_no_terms.csv)
- plant tissue phosphorus concentration (4._Plant_tissue_phosphorus_concentration.csv)
- drainage (5._drainage.csv)
- dissolved phosphorus concentration (6._Dissolved_P_concentration.csv)
- soil test phosphorus concentration (7._Soil_test_phosphorus_concentration_no_terms.csv)
Each CSV data file is described below, along with an explanation of the variables. Note that ‘nan’ indicates data are missing or not available.
- Nitrogen and phosphorus fertilization:
Description: The nitrogen and phosphorus application rate based on the application rate of the composition of the material, applied in the cropping systems in the Long-Term Ecological Research (LTER) main Cropping System Experiment (MCSE) during 2008-2019.
The first row indicates the data location in the manuscript (Tables 2 and 3, and Figure 3)
The second to fifth rows indicate the original sources of the data
The sixth to seventeenth rows indicate the general description of the data table
The eighteenth row indicates the header for the variables and units
Variables description (column-wise):
- Column A. date: date of fertilizer application
- Column B. treatment: “conventional” “no-till” “reduced input” “biologically based”
- Column C. replicate: five replicates (R1, R2, R3, R4, and R5)
- Column D. plot: Plot names as T1R1 (conventional x rep 1), T2R1 (no-till x rep1), T3R1 (reduced input x rep1), T4R1 (biologically based x rep1) and so on.
- Column E. material: different fertilizer materials
- Column F. material: rate of fertilizer materials (kilograms_Per_Hectare)
- Column G. n_rate_kg_ha: rate of nitrogen application in the composition of the material applied (kiloGrams_Per_Hectare)
- Column H. p_rate_kg_ha: rate of phosphate application in the composition of the material applied (kiloGrams_Per_Hectare)
- Column I. k_rate_kg_ha: rate of potash application in the composition of the material applied (kiloGrams_Per_Hectare)
- Column J. comment: indicates specific queries carried out with fertilizer application
- Column K. source: indicates the location source for specific details of the fertilizer application
- Grain yield of maize, wheat, and soybean:
Description: This dataset contains the grain yield of row crop treatments of the Main Cropping System Experiment (MCSE) at the LTER Main Site and includes corn–– soybean–– winter wheat rotations (T1-T4), managed differently during 2008-2019.
The first row indicates the data location in the manuscript (Tables 3, Figures 1 and 3)
The second to fifth rows indicate the original sources of the data
The sixth to twenty-first rows indicate general comments associated with grain yield
The twenty-second row indicates the header for the variables
The twenty-third row indicates the units
Variables description (column-wise):
- Column A. date: date of observation
- Column B. treatment: “conventional” “no-till” “reduced input” “biologically based”
- Column C. replicate: five replicates (R1, R2, R3, R4, and R5)
- Column D. crop: “Glycine max”, “Triticum aestivum”, “Zea mays”
- Column E. crop yield_only: crop yield only (bushelPer Acre)
- Column F. crop yield_only: crop yield only (kilogramsPerHactare)
- Column G. whole_plot_yield: whole plot yield (bushelPer Acre)
- Column H. whole_plot_yield: whole plot yield (kilogramsPerHactare)
- Column I. year: year
- Stover yield of wheat:
Description: This dataset contains the stover yield of wheat of the Main Cropping System Experiment (MCSE) at the LTER Main Site during 2008-2019.
The first row indicates the data location in the manuscript (Table 3, Figures 1 and 3)
The second to fifth rows indicate the original sources of the data
The sixth to twelfth rows indicate general comments associated with crop yield
The thirteenth row indicates the header for the variables
Fourteenth row indicates the units
Variables description (column-wise):
- Column A. date: date of observation
- Column B. treatment: “conventional” “no-till” (stover harvest done only in wheat for these treatments)
- Column C. description: management (conventional and no-till)
- Column D. replicate: five replicates (R1, R2, R3, R4, and R5)
- Column E. crop: “Triticum aestivum”
- Column F. yield: stover yield (kilogramsPerHactare)
- Column G. year: year
- Plant tissue phosphorus concentration:
Description: This dataset contains the plant tissue phosphorus concentration of row crop treatments of the Main Cropping System Experiment (MCSE) at the LTER Main Site and includes corn–– soybean–– winter wheat rotations (T1-T4), managed differently during 2008-2019.
The first row indicates the data location in the manuscript (Table 3, Figures 1 and 3)
The second row indicates the header for the variable name along with units
Variables description (column-wise):
- Column A. year: year of observation
- Column B. treatment: “conventional” “no-till” “reduced input” “biologically based”
- Column C. crop: “SOYBEAN”, “WHEAT”, “MAIZE”
- Column D. replicate: five replicates (R1, R2, R3, R4, and R5)
- Column E. fraction: grain and stover
- Column F. P (%). Plant tissue phosphorus concentration in percent
- Column G. P (%). Plant tissue phosphorus concentration in PartsPerMillion
- Drainage:
Description: This dataset contains the drainage of row crop treatments of the Main Cropping System Experiment (MCSE) at the LTER Main Site and includes corn–– soybean–– winter wheat rotations (T1-T4), during 2008-2019.
The first row indicates the data location in the manuscript (Table 3, Figure 3)
The second row indicates the header for the variable name, along with units
Variables description (column-wise):
- Column A. year: year of observation
- Column B. treatment: “conventional” “no-till” “reduced input” “biologically based”
- Column C. crop: “SOYBEAN”, “WHEAT”, “MAIZE”
- Column D. drainage: drainage in millimeters
- Dissolved phosphorus concentration:
Description: This dataset contains the dissolved phosphorus concentration of row crop treatments of the Main Cropping System Experiment (MCSE) at the LTER Main Site and includes corn–– soybean–– winter wheat rotations (T1-T4), during 2008-2019.
The first row indicates the data location in the manuscript (Table 3, Figure 3)
The second row indicates the header for the variable name, along with units
Variables description (column-wise):
- Column A. year: date of observation
- Column B. treatment: “conventional” “no-till” “reduced input” “biologically based”
- Column C. crop: “SOYBEAN”, “WHEAT”, “MAIZE”
- Column D. replicate: five replicates (R2, R3, and R4)
- Column E. total dissolved P (mg/L): total dissolved phosphorus in milligramPerLiter
- Soil test phosphorus concentration:
Description: This dataset contains the soil test phosphorus concentration of row crop treatments of the Main Cropping System Experiment (MCSE) at the LTER Main Site and includes corn–– soybean–– winter wheat rotations (T1-T4), during 2008-2019.
The first row indicates the data location in the manuscript (Figure 2)
The second to fourth rows indicate the original source of the data and related links
The fifth to tenth rows indicate the general description of the data
The eleventh row indicates the header for the variable name, along with units
Variables description (column-wise):
- Column A. year: year of observation
- Column B. treatment: “conventional” “no-till” “reduced input” “biologically based”
- Column C. crop: “SOYBEAN”, “WHEAT”, “MAIZE”
- Column D. replicate: five replicates (R1, R2, R3, R4, and R5)
- Column E. depth: 0-25 cm depth of sampling
- Column F. Phosphorus_milligramsPerGram: Soil test phosphorus concentration in milligramsPerGram
